Remote ML Engineer — NLP Pipelines & Vector Search

Twilio Inc.; United States; Remoto; USD 120.000 - 160.000; Tempo pieno

Vantaggi offerti da questo lavoro

Competitive pay

Generous time off

Parental leave

Healthcare

Equity

Descrizione del lavoro

Twilio Inc. is seeking a skilled professional to design and scale data pipelines that transform raw conversation data into structured customer memory.

You will develop extraction and retrieval components for conversational AI, with a strong emphasis on evaluation and quality benchmarking. The role focuses on building and tuning LLM prompts, managing embeddings-driven retrieval, and shaping evaluation systems to measure performance.

Competenze

• Experience building NLP data pipelines.
• Proficiency with LLM prompts and evaluation.
• Experience with embeddings and vector search.
• Knowledge of retrieval-augmented generation and QA systems.

Mansioni

• Build the extraction pipeline and tune LLM prompts.
• Own the retrieval path using embeddings and vector search.
• Contribute to eval systems that benchmark quality.

Conoscenze

Extraction pipeline

LLM prompts

Vector search

Evaluation systems

Strumenti

Embeddings

Vector search engines

LLM platforms

Descrizione del lavoro

Twilio Inc. is seeking a skilled professional to design and scale data pipelines that transform raw conversation data into structured customer memory.

You will develop extraction and retrieval components for conversational AI, with a strong emphasis on evaluation and quality benchmarking. The role focuses on building and tuning LLM prompts, managing embeddings-driven retrieval, and shaping evaluation systems to measure performance.